Novel View Synthesis on Synthetic Scenes LDR-OE: t1, t3, t5 (test)
43.78PSNRGaussHDR (Scaffold-GS)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GaussHDR (Scaffold-GS)Training setting=Exp-3, Representation=Scaffold-GS2025.03 | 43.78 | 0.99 | 0.003 | |
| HDR-Scaffold-GSTraining setting=Exp-3, Representation=Scaffold-GS2025.03 | 43.16 | 0.989 | 0.004 | |
| Ours (Scaffold-GS)Scene Representation=Scaffold-GS, Training Setting=Exp-12025.03 | 42.94 | 0.988 | 0.004 | |
| GaussHDR (3DGS)Training setting=Exp-3, Representation=3DGS2025.03 | 42.29 | 0.985 | 0.007 | |
| HDR-Scaffold-GSScene Representation=Scaffold-GS, Training Setting=Exp-12025.03 | 42.21 | 0.986 | 0.005 | |
| Ours (3DGS)Scene Representation=3DGS, Training Setting=Exp-12025.03 | 41.51 | 0.984 | 0.008 | |
| HDR-GSTraining setting=Exp-3, Supervision (HDR GT)=false, Implementation=Re-implementation2025.03 | 41.13 | 0.983 | 0.009 | |
| HDR-GSTraining setting=Exp-3, Supervision (HDR GT)=true2025.03 | 41.1 | 0.982 | 0.011 | |
| HDR-NeRFTraining setting=Exp-3, Implementation=Re-implementation2025.03 | 40.16 | 0.976 | 0.019 | |
| HDR-GSScene Representation=3DGS, Training Setting=Exp-1, Implementation=Re-implemented2025.03 | 39.35 | 0.977 | 0.012 | |
| HDR-NeRF2021.11 | 39.07 | 0.973 | 0.026 | |
| HDR-NeRFScene Representation=NeRF, Training Setting=Exp-12025.03 | 39.07 | 0.973 | 0.026 | |
| NeRF-GTTraining data=LDR images with consistent exposures or HDR images, Role=Upper bound2021.11 | 37.66 | 0.965 | 0.028 | |
| NeRF-WNote=Exposures of input views are randomly selected from all five exposures to learn five appearance vectors for testing2021.11 | 29.83 | 0.936 | 0.047 | |
| NeRF2021.11 | 13.97 | 0.555 | 0.376 |